Hunyuan Machine Learning Platform GPU Scheduling R&D Engineer (Shenzhen/Beijing)

0-2 years
8 days ago
Job Description

Roles & Responsibilities< /h2>1. Participate in the development of Tencent Taiji unified GPU scheduling platform, responsible for Wanka GPU cluster quota management, task queuing, elastic tasks, cross-cluster and other functions and performance optimization
2. Optimize the use of heterogeneous AI chips in a variety of applications Global optimal matching between task operations to achieve global optimal utilization
3. Support offline and online GPU operations in many business scenarios such as Tencent Hunyuan large model, advertising, and video account, ensuring high performance of the platform Stable operation.


1. Have experience in large-scale GPU cluster resource/task scheduling research and development, understand GPU resources of different specifications, and be familiar with GPU task running, fault tolerance, and scheduling features
2. Familiar with common Task-scheduling scheduling models and frameworks, and understand the basic principles of operations research such as queuing theory and dynamic programming
3. Be familiar with cloud native technology tools such as Kubernetes and Docker, and understand the working principle and implementation of CRD
4. Good self-drive, sense of responsibility, communication skills and excellent teamwork skills
5. Familiar with one or more programming languages in JAVA/GO/Python, familiar with commonly used algorithms and data structures, Have solid programming skills.




AI chips

Tencent Holdings Ltd., also known as Tencent (Chinese: &#x26;#33150&#x3B;&#x26;#35759&#x3B;), is a Chinese multinational technology and entertainment conglomerate and holding company headquartered in Shenzhen. It is one of the highest grossing multimedia companies in the world based on revenue. It is also the largest company in the video game industry in the world based on its investments, with Tencent Games being its subsidiary focused on publishing of games.
Founded in 1998, its subsidiaries globally market various Internet-related services and products, including in entertainment, artificial intelligence, and other technology.Its twin-skyscraper headquarters, Tencent Seafront Towers (also known as Tencent Binhai Mansion) are based in the Nanshan District of Shenzhen.

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